Hi there 👋

• 🤖 I'm a postgraduate student of Chongqing University, China.
• 🌱 I’m currently focusing on distributed meachine learning, especially Federated Learning (FL).
• 👀 If you have any questions about my repos, just open an issue and I would reply you.
• 📫 How to reach me here.

News ❤ and Maintaining Projects

Papers:

• FedRAV: Hierarchically Federated Region-Learning for Traffic Object Classification of Autonomous Vehicles. Paper, Code.
• uFedMba: Unforgotten Presonalized Federated Learning with Memory Bank for Adaptively Aggregated Layers. Code.
• FedPAW: Federated Learning With Personalized Aggregation Weights for Urban Vehicle Speed Prediction. Paper, Code.
• FedAH: Aggregated Head for Personalized Federated Learning. Paper, Code.
• HfedPES: Hierarchical Personalized Federated Learning with Edge Selection.

Datasets:

• The new CarlaScapes dataset: Vehicle semantic segmentation is open-accessed.
• I opened the new vehicle classification dataset Vehicle-10 dataset: Vehicle classification.

Projects:

• I reproduced this work FedAvg-LQR:FedAvg Optimization On LQR Control Of A 1-Dimensional Point Mass "Robot.
• MapReduce Code. I implemented this distributed computing framework MapReduce: Simplified Data Processing on Large Clusters.
• KVRaft Code. I implemented this distributed consensus protocol In Search of an Understandable Consensus Algorithm.

NoteBooks:

• DILA: Dive Into LeetCode’s Algorithm. The new algorithm book is open-accessed.